Data Processing and Analysis

ITMO University via edX Professional Certificate

edX Professional Certificate based on 85 ratings

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Overview

The demand for skilled data analysts both in science and industry is constantly growing. Data processing and analysis Professional Certificate Program gives you the necessary knowledge base and useful skills to face data analysis challenges in your professional field. The first course of the Program covers such concepts of data analytics as data preprocessing and visualization, large datasets management and storage by means of SQL and No SQL database management systems, data series analysis. The second course of the program...

Syllabus

Courses under this program:Course 1: Data Storage and ProcessingMaster the culture of data representation, interpretation and outcomes evaluation. Learn the fundamentals of relational and NoSQL database management systems.Course 2: Introduction to Machine LearningLearn the essentials of machine learning and algorithms of statistical data analysis.Course 3: Advanced Machine LearningAn advanced course on machine learning. You will learn specific techniques and methods to analyze big amounts of data.